Upgrade to Pro — share decks privately, control downloads, hide ads and more …

The Human Processing Unit (HPU) as a New Approximate Computing Substrate

Yuhao Zhu
March 24, 2016
Education
0
170

The Human Processing Unit (HPU) as a New Approximate Computing Substrate

WAX 2016 co-located with ASPLOS 2016

Yuhao Zhu

March 24, 2016
Tweet

More Decks by Yuhao Zhu

See All by Yuhao Zhu
RTNN: Accelerating Neighbor Search Using Hardware Ray Tracing
queeten
0
160
Architecture Support for Robust Deep Learning: Exploiting Software 1.0 Techniques to Defend Software 2.0
queeten
0
160
Watt-Wise Web: Architecting a Responsive and Energy-Efficient Mobile Web
queeten
0
24
Tail Latency in Node.js: Energy Efficient Turbo Boosting for Long Latency Requests in Event-Driven Web Services
queeten
0
220
Algorithm-SoC Co-Design for Mobile Continuous Vision
queeten
0
280
Energy and Power Measurement on Mobile Devices
queeten
0
93
Defense talk: Energy-Efficient Mobile Web Computing
queeten
0
390
GreenWeb: Language Extensions for Energy-Efficient Mobile Web Computing
queeten
0
180
End-to-end Quality Control in Approximate Computing
queeten
0
110

Other Decks in Education

See All in Education
クラスとオブジェクト指向 / Python Class
kaityo256
PRO
3
2.5k
Panorama Cybersécurité & robotique 2022
cyberdeck
0
220
使用済み燃料プール火災の恐怖
hide2kano
0
240
MySmartSTEAM 2022-2023
cbtlibrary
0
130
Technical challenges with file formats
ange
0
1.2k
Statistical Rethinking 2023 - Lecture 02
rmcelreath
1
910
渡辺研Slackの使い方 / Slack Local Rule
kaityo256
PRO
4
2.9k
広島大学における全学LMSの移行/Migration of Hiroshima University LMS
gnutar
0
290
SkimaTalk Teacher Guidelines
skimatalk
0
1.6k
神社でのマナーとおすすめスポット：2720 Japan O.K. ロータリーEクラブ 公共イメージIT推進委員・イデア総研税理士法人 南 理央 会員
2720japanoke
0
560
プログラミング単元の授業のポイント 進め方とクラウド型実習環境の活用
asial_edu
0
190
Kullback-Leibler 距離のあれこれ / KL Divergence
kaityo256
PRO
0
600

Featured

See All Featured
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
217
21k
For a Future-Friendly Web
brad_frost
166
7.8k
Web development in the modern age
philhawksworth
197
9.6k
Fireside Chat
paigeccino
16
1.8k
Teambox: Starting and Learning
jrom
124
7.9k
The MySQL Ecosystem @ GitHub 2015
samlambert
240
11k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
stephaniewalter
270
12k
How GitHub Uses GitHub to Build GitHub
holman
465
280k
A Philosophy of Restraint
colly
193
15k
A better future with KSS
kneath
230
16k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
29
7.9k
What's new in Ruby 2.0
geeforr
336
30k

Transcript

  1. 1 WAX 2016 The Human Processing Unit (HPU) as a

    New Approximate Computing Substrate Yuhao Zhu UT Austin with Matt Lease, Matthew Halpern, and Vijay Janapa Reddi

  2. Computing Device

  3. Computing Device Problem Image Compression Edge Detection

  4. Computing Device Problem Image Compression Edge Detection Algorithm / Application

    JPEG 2000 Sobel

  5. Computing Device Problem Algorithm / Application HPU

  6. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs?

  7. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs? How do we program HPUs while ensuring quality?

  8. Computing Device Problem Algorithm / Application What approximate problems can

    be mapped to HPUs? How do we program HPUs while ensuring quality?